Teachers report strongly positive attitudes toward AI, low concern, high confidence in using AI tools, and strong but uneven institutional support¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · no dated study recorded · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Teachers showed strongly positive attitudes toward AI tools (mean = 4.92, SD = 0.86), low concern (mean = 2.14, SD = 0.89), high confidence in using AI tools (mean = 4.72, SD = 0.89), and strong institutional support (mean = 4.32, SD = 1.08). → descriptives
Evidence¶
descriptives¶
Vanessa Baltazar Sibug, Maria Anna David Cruz, Vicky Pineda Vital, Juvy Cruz Grume, Almer Balingit Gamboa, Emerson Quiambao Fernando, Lloyd David Feliciano, Jordan Lansang Salenga, and John Paul Palo Miranda. 2025. AI Adoption Among Teachers: Insights on Concerns, Support, Confidence, and Attitudes. In 2025 the 9th International Conference on Education and Multimedia Technology (ICEMT) (ICEMT 2025), July 29–August 01, 2025, Osaka, Japan. ACM, New York, NY, USA. https://doi.org/10.1145/3761843.3761881
q2 · i? · associational · r2
Descriptive statistics from the 35-item, five-point Likert survey of 260 teachers: attitudes mean = 4.92 (SD = 0.86), concerns mean = 2.14 (SD = 0.89), confidence in using AI tools mean = 4.72 (SD = 0.89), institutional support mean = 4.32 (SD = 1.08).
"Teachers demonstrated strongly positive attitudes toward AI tools (mean =4.92,SD =0.86)withbroadagreementsonthebenefitsofAI in enhancing learning, engagement, and personalization."
Discussion¶
Related Claims¶
- Teacher confidence strongly predicts favorable attitudes toward AI adoption, while the direct effect of support on attitudes is not significant — related
- Ghanaian pre-service science teachers show positive attitudes, perceived behavioural control, and behavioural intentions toward AI — related
- Primary school teachers report moderately positive overall perceptions of AI in mathematics instruction, with willingness and attitudes higher than personal experience — related
- University students held positive attitudes toward GAI in DST creation but expressed moderate concern about over-reliance and low concern about reduced social interaction — related
- Research on five of six teacher-identified concerns increased between AERA's 2005–2014 and 2022–2025 conference eras, led by mental health (+670%) and technology/AI (+145%) — related
- Teacher concerns do not significantly moderate the support-confidence relationship nor directly predict confidence or attitudes — related
- Institutional support significantly and positively predicts teacher confidence in adopting AI among Philippine teachers — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
descriptive-profile-teacher-ai-attitudes-concerns-confidence |
title |
Teachers report strongly positive attitudes toward AI, low concern, high confidence in using AI tools, and strong but uneven institutional support |
description |
Teachers report strongly positive attitudes toward AI, low concern, high confidence in using AI tools, and strong but uneven institutional support |
status |
review |
evidence_strength |
moderate |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — descriptives |
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